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Structural, Syntactic, and Statistical Pattern Recognition : Joint IAPR International Workshop, SSPR and SPR 2010, Cesme, Izmir, Turkey, August 18-20, 2010. Proceedings

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  • Edition: 1st
  • Format: Paperback
  • Copyright: 2010-10-14
  • Publisher: Springer-Verlag New York Inc
  • Purchase Benefits
List Price: $179.00


This volume constitutes the refereed proceedings of the Joint IAPR International Workshop, SSPR & SPR 2010, held in Cesme, Izmir, Turkey, in August 2010.

Table of Contents

Invited Talks
From Region Based Image Representation to Object Discovery and Recognitionp. 1
Learning on Manifoldsp. 20
Classification and Treesp. 40
Structural Patterns in Complex Networks through Spectral Analysisp. 45
Structural Descriptions
Graph Embedding Using an Edge-Based Wave Kernelp. 60
A Structured Learning Approach to Attributed Graph Embeddingp. 70
Machine Learning
Combining Elimination Rules in Tree-Based Nearest Neighbor Search Algorithmsp. 80
Localized Projection Learningp. 90
Entropy-Based Variational Scheme for Fast Bayes Learning of Gaussian Mixturesp. 100
Structural Learning
Learning Graph Quantizationp. 109
High-Dimensional Spectral Feature Selection for 3D Object Recognition Based on Reeb Graphsp. 119
Dissimilarity-Based Multiple Instance Learningp. 129
A Game Theoretic Approach to Learning Shape Categories and Contextual Similaritiesp. 139
Poster Session
A Comparison between Two Representatives of a Set of Graphs: Median vs. Barycenter Graphp. 149
Impact of Visual Information on Text and Content Based Image Retrievalp. 159
Automatic Traffic Monitoring from Satellite Images Using Artificial Immune Systemp. 170
Graduated Assignment Algorithm for Finding the Common Labelling of a Set of Graphsp. 180
Affinity Propagation for Class Exemplar Miningp. 191
Guided Informative Image Partitioningp. 202
Visual Alphabets on Different Levels of Abstraction for the Recognition of Deformable Objectsp. 213
Graph Embedding Based on Nodes Attributes Representatives and a Graph of Words Representationp. 223
Extracting Plane Graphs from Imagesp. 233
Indexing Tree and Subtree by Using a Structure Networkp. 244
Attributed Graph Matching for Image-Features Association Using SIFT Descriptorsp. 254
A Causal Extraction Scheme in Top-Down Pyramids for Large Images Segmentationp. 264
Fast Population Game Dynamics for Dominant Sets and Other Quadratic Optimization Problemsp. 275
What Is the Complexity of a Network? The Heat Flow-Thermodynamic Depth Approachp. 286
New Partially Labelled Tree Similarity Measure: A Case Studyp. 296
Complete Search Space Exploration for SITG Inside Probabilityp. 306
Commute-Time Convolution Kernels for Graph Clusteringp. 316
Geometric Methods
Non-Euclidean Dissimilarities: Causes and Informativenessp. 324
Non-parametric Mixture Models for Clusteringp. 334
Structural Methods for Vision
A Probabilistic Approach to Spectral Unmixingp. 344
A Game-Theoretic Approach to the Enforcement of Global Consistency in Multi-view Feature Matchingp. 354
An Algorithm for Recovering Camouflage Errors on Moving Peoplep. 365
Semi-supervised Clustering Using Heterogeneous Dissimilaritiesp. 375
On Consensus Clustering Validationp. 385
Pairwise Probabilistic Clustering Using Evidence Accumulationp. 395
Exploring the Performance Limit of Cluster Ensemble Techniquesp. 405
Contour Grouping by Clustering with Multi-feature Similarity Measurep. 415
Poster Session
A Psychophysical Evaluation of Texture Degradation Descriptorsp. 423
Content-Based Tile Retrieval Systemp. 434
Performance Improvement in Multiple-Model Speech Recognizer under Noisy Environmentsp. 444
On Feature Combination for Music Classificationp. 453
Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Modelsp. 463
Dynamic Linear Combination of Two-Class Classifiersp. 473
Large-Scale Text to Image Retrieval Using a Bayesian K-Neighborhood Modelp. 483
Maximum a Posteriori Based Kernel Classifier Trained by Linear Programmingp. 493
Improvement of the Disc Harmonic Moments Descriptor by an Exponentially Decaying Distance Transformp. 503
Feature Level Fusion of Face and Palmprint Biometricsp. 512
Scale and Rotation Invariant Detection of Singular Patterns in Vector Flow Fieldsp. 522
Using K-NN SVMs for Performance Improvement and Comparison to K-Highest Lagrange Multipliers Selectionp. 532
Automatic Speech Segmentation Based on Acoustical Clusteringp. 540
An Efficient Iris and Eye Corners Extraction Methodp. 549
Dissimilarity-Based Methods
An Empirical Comparison of Kernel-Based and Dissimilarity-Based Feature Spacesp. 559
The Dissimilarity Representation as a Tool for Three-Way Data Classification: A 2D Measurep. 569
Regularising the Ricci Flow Embeddingp. 579
Spherical Embedding and Classificationp. 589
Language Detection and Tracking in Multilingual Documents Using Weak Estimatorsp. 600
Similarity Word-Sequence Kernels for Sentence Clusteringp. 610
Bayesian Adaptation for Statistical Machine Translationp. 620
A Generative Score Space for Statistical Dialog Characterization in Social Signallingp. 630
Multiple Classifiers
A Modular Approach to Training Cascades of Boosted Ensemblesp. 640
A Linear Combination of Classifiers via Rank Margin Maximizationp. 650
Combination of Dichotomizers for Maximizing the Partial Area under the ROC Curvep. 660
Thara Coefficients: A Flexible Tool for Higher Order Learningp. 670
A New Spectral Bound on the Clique Number of Graphsp. 680
Large Sample Statistics in the Domain of Graphsp. 690
Statistical Pattern Recognition
Analysis of the Multi-Dimensional Scale Saliency Algorithm and Its Application to Texture Categorizationp. 698
Interactive Image Retrieval Using Smoothed Nearest Neighbor Estimatesp. 708
Kernel Fusion of Multiple Histogram Descriptors for Robust Face Recognitionp. 718
Structural Methods for OCR
Efficient OCR Post-Processing Combining Language, Hypothesis and Error Modelsp. 728
Rejection Threshold Estimation for an Unknown Language Model in an OCR Taskp. 738
A New Editing Scheme Based on a Fast Two-String Median Computation Applied to OCRp. 748
Author Indexp. 757
Table of Contents provided by Ingram. All Rights Reserved.

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